Figures (4)  Tables (3)
    • Figure 1. 

      Microscopic images of microalgal suspensions at 40 × magnification: (a) Arthrospira sp., (b) Isochrysis sp., (c) Nannochloropsis sp., and (d) Tetraselmis sp.

    • Figure 2. 

      Viscosity (Pa·s) and shear stress (Pa) vs shear rate (s−1) of untreated microalgal suspensions of Arthrospira sp., Isochrysis sp., Nannochloropsis sp., and Tetraselmis sp. Data points are means based on three replicates. Lines represent the Herschel-Bulkley fit.

    • Figure 3. 

      PLS-DA biplots describe the variation among the selected microalgae. Differently shaped symbols represent the different microalgae: Arthrospira sp., Isochrysis sp., Nannochloropsis sp., and Tetraselmis sp. The dots represent components.

    • Figure 4. 

      Individual plots of some representative discriminant compounds show variation among A. platensis, Isochrysis sp., Nannochloropsis sp., and Tetraselmis sp. Values are mean ± standard error (n = 3).

    • ParametersArthrospira sp.Isochrysis sp.Nannochloropsis sp.Tetraselmis sp.
      Proximate composition
      Crude lipid (%, DB)15.60 ± 1.12a12.01 ± 0.24b17.62 ± 0.84a8.80 ± 0.22c
      Crude protein (%, DB)57.92 ± 0.52a10.11 ± 0.12d25.44 ± 0.79b15.54 ± 0.49c
      Total ash (%, DB)5.81 ± 0.02d38.55 ± 0.08a25.82 ± 0.15c33.50 ± 0.39b
      Carbohydrate (%, DB)14.06 ± 0.40c18.75 ± 0.05b19.68 ± 0.04b25.42 ± 0.65a
      Pigments
      Chlorophyll a (mg/g DM)0.051 ± 0.003b0.070 ± 0.001a0.008 ± 0.001c0.046 ± 0.001b
      Carotenoids (mg/g DM)0.023 ± 0.001b0.137 ± 0.003a0.005 ± 0.000d0.014 ± 0.000c
      Total phenolic content (mg GAE/100 g DM)245.64 ± 7.92a242.80 ± 2.92a195.63 ± 8.55c221.50 ± 9.24b
      Particle size distribution
      d (0.1) (µm)5.65 ± 0.102.69 ± 0.021.40 ± 0.005.80 ± 0.06
      d (0.5) (µm)9.08 ± 0.134.21 ± 0.032.35 ± 0.018.82 ± 0.03
      d (0.9) (µm)14.48 ± 0.166.44 ± 0.084.27 ± 0.0413.13 ± 0.05
      Rheological properties
      Consistency coefficient, K (Pa·sn)0.013 ± 0.000b0.020 ± 0.001a0.008 ± 0.000c0.004 ± 0.000d
      Flow behaviour index, n (−)0.900 ± 0.002a0.774 ± 0.002c0.802 ± 0.006b0.907 ± 0.013a
      Yield stress, σ0 (Pa)0.003 ± 0.001a0.004 ± 0.002a0.002 ± 0.000a0.001 ± 0.000a
      Values are mean ± standard deviation from independent replicates (n = 3). Means with different superscripts in the same row indicate a significant difference (p < 0.05). % DB refers to % dry basis.

      Table 1. 

      Chemical composition and physical properties of the microalgal biomass used in this study.

    • Fatty acidsArthrospira
      sp.
      Isochrysis
      sp.
      Nannochloropsis
      sp.
      Tetraselmis
      sp.
      C12:0NDNDND5.72 ± 0.48
      C14:02.52 ± 0.42b12.18 ± 1.75a1.84 ± 0.33b2.22 ± 0.02b
      C14:1ND7.83 ± 1.18NDND
      C16:045.30 ± 0.95a9.86 ± 1.71c21.53 ± 0.16b22.37 ± 0.41b
      C16:1n73.34 ± 0.11c5.40 ± 0.36b26.87 ± 0.95a1.33 ± 0.15d
      C18:01.81 ± 0.80bND0.81 ± 0.42b15.44 ± 0.85a
      C18:1n9tNDND0.60 ± 0.01b1.86 ± 0.07a
      C18:1n9c2.89 ± 0.18b10.16 ± 1.14a4.46 ± 0.03b10.21 ± 0.16a
      C18:2n6c22.58 ± 1.08a6.03 ± 0.42b4.01 ± 0.04c7.38 ± 0.24b
      C18:3n3ND5.20 ± 0.17bND12.71 ± 0.41a
      C18:3n619.61 ± 0.46aND0.99 ± 0.01c2.39 ± 0.10b
      C20:0ND25.01 ± 2.97aND8.47 ± 0.26b
      C20:3n3NDNDNDND
      C20:4n6NDND4.48 ± 0.12a1.39 ± 0.13b
      C20:5n3NDND32.76 ± 0.10a5.59 ± 0.11b
      C22:6n3ND15.99 ± 1.57NDND
      Total SFA49.63 ± 1.14b47.67 ± 0.96b24.18 ± 0.58c53.47 ± 00.09a
      Total MUFA6.23 ± 0.05d23.73 ± 2.76b32.14 ± 0.84a16.52 ± 0.53c
      Total PUFA42.20 ± 1.25a27.61 ± 1.17b42.34 ± 0.10a29.00 ± 0.26b
      Values are expressed as mean ± standard deviation (n = 3). Means with a different superscript in the same row indicate a significant difference (p < 0.05). ND means not detected.

      Table 2. 

      The selected microalgae's relative fatty acid abundance as fatty acid methyl esters (FAME) by gas chromatography coupled with a flame ionisation detector (GC-FID).

    • VIDIdentityRI calculatedRI referenceChemical classVIDIdentityRI calculatedRI referenceChemical class
      Arthrospira sp.0.9822-Nonanone13811390Ketone
      0.9963-Ethyl-2,5-dimethylpyrazine14381443Pyrazine0.98(Z)-2-Pentenol13041318Alcohol
      0.996Safranal16501616Aldehyde0.9761-Penten-3-one10161019Ketone
      0.9951-Decene10321050Hydrocarbon0.974C16:1n7 (Palmitoleic acid)
      0.9941R-α-Pinene10191013Terpene0.972C20:5n3 (Eicosapentaenoic acid, EPA)
      0.9932,2,6-Trimethylcyclohexanone13171319Ketone0.9621-Heptanol14401453Alcohol
      0.993C18:3n6 (γ-Linolenic acid, GLA)0.9463-Octanone12471253Ketone
      0.9922-Butyl-2-octenal16641656Aldehyde0.936Benzyl alcohol18671870Alcohol
      0.9922,4-Dimethylbenzaldehyde17371728Aldehyde0.8883-Pentanone973980Ketone
      0.982α-Cyclocitral14421425Terpene0.8851-Penten-3-ol11471159Alcohol
      0.98β-Cyclocitral16261611Terpene0.8322,7-Octadienol1666Alcohol
      0.979β-Ionone epoxide19971962Ketone0.8153-Ethyl-1,5-octadiene10191015Hydrocarbon
      0.975C18:2n6c (Linoleic acid)0.812(3E,5E)-3,5-Octadien-2-one15661570Ketone
      0.97trans-β-Ionone19421940Terpene−0.838Chlorophyll a
      0.964Protein−0.839Total phenolic content
      0.957Heptadecane16901700HydrocarbonTetraselmis sp.
      0.953Heptanal11771184Aldehyde0.976C18:3n3 (α-Linolenic acid, ALA)
      0.947trans-2-Octenol15981614Alcohol0.974Dimethyl sulphide743754Sulphur compound
      0.942C16:0 (Palmitic acid)0.969C12:0 (Lauric acid)
      0.942Nonanal13871391Aldehyde0.9572-Ethyl-3,5,6-trimethylpyrazine15051506Pyrazine
      0.937Pentadecane14871500Hydrocarbon0.955(Z)-4-Heptenal12341240Aldehyde
      0.936Hexadecane15871600Hydrocarbon0.947C18:0 (Stearic acid)
      0.929Geranyl acetone18461859Ketone0.925α-Ionone18531840Terpene
      0.925Octanal12811289Aldehyde0.918C18:1n9c (Oleic acid)
      0.893Isophorone14041591Ketone0.894Carbohydrates
      0.8871,2,4,4-Tetramethylcyclopentene932Hydrocarbon0.857Benzaldehyde15261520Aldehyde
      0.8692,2,4,6,6-Pentamethylheptane944949Hydrocarbon0.8536-Methyl-5-hepten-2-one13291338Ketone
      0.863β-Pinene10911112Terpene0.8442,3-Butanedione970979Ketone
      0.858D-Limonene1187Terpene−0.87Lipid
      0.8561-Nonanol16431660AlcoholIsochrysis sp.
      0.851m-Xylene11311143Hydrocarbon0.96C22:6n3 (Docosahexaenoic acid, DHA)
      0.851α-Ionene16971565Hydrocarbon0.96C14:1 (Myristoleic acid)
      0.8431-Dodecene12271243Hydrocarbon0.951C20:0 (Arachidonic acid)
      0.818Hexyl acetate12611272Ester0.948Carotenoids
      0.8011-Octen-3-ol14311450Alcohol0.9363-Methyl-1,4-heptadiene914Hydrocarbon
      −0.8(3Z,5Z)-3,5-Octadiene925Hydrocarbon0.933C14:0 (Myristic acid)
      −0.945Ash0.9163-Methyl-2-(3,7,11-trimethyldodecyl) furan2097Furan
      Nannochloropsis sp.0.9062,5-Dimethylbenzaldehyde17461683Aldehyde
      0.9912-Undecanone15911598Ketone0.886Maltol19601969Ketone
      0.986(E)-2-Pentenal11251127Aldehyde0.865(E,E)-2,4-Heptadienal14601495Aldehyde
      0.9851,3-Pentadiene97624Hydrocarbon0.8352-pentylfuran12211231Furan
      Retention indices (RI) for the individual volatile compounds were calculated and reference obtained from the National Institute Standards and Technology Standard Reference Database (National Institute of Standards and Technology n.d.). Individual fatty acids were identified by matching retention time with commercial standards.

      Table 3. 

      Discriminant compounds and attributes selected per microalgal species based on the VID method confirmed with significant testing, listed in decreasing order of VID coefficient. Retention indices (RI) for the individual volatile compounds were calculated, and references were obtained from the National Institute Standards and Technology Standard Reference Database[60]. Individual fatty acids were identified by matching retention time with commercial standards.